Rank-based regression for analysis of repeated measures

被引：21

作者：

Wang, You-Gan ^{[1
]}

Zhu, Min ^{[1
]}

机构：

[1] CSIRO Math & Informat Sci, Leeuwin Ctr, Floreat, WA 6014, Australia

来源：

BIOMETRIKA | 2006年 / 93卷 / 02期

关键词：

bootstrap; covariance model; dependent data; estimating function; longitudinal data; rank estimation; repeated measures; Wilcoxon method;

D O I：

10.1093/biomet/93.2.459

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

We consider rank-based regression models for repeated measures. To account for possible withinsubject correlations, we decompose the total ranks into between- and within-subject ranks and obtain two different estimators based on between- and within-subject ranks. A simple perturbation method is then introduced to generate bootstrap replicates of the estimating functions and the parameter estimates. This provides a convenient way for combining the corresponding two types of estimating function for more efficient estimation.

引用

页码：459 / 464

页数：6

共 50 条

[21] Rank-Based Multi-task Learning For Fair Regression
Zhao, Chen
Chen, Feng
[J]. 2019 19TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2019), 2019, : 916 - 925
[22] General rank-based estimation for regression single index models
Bindele, Huybrechts F.
Abebe, Ash
Meyer, Karlene N.
[J]. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2018, 70 (05) : 1115 - 1146
[23] Weakly Supervised Learning through Rank-based Contextual Measures
Camacho Presotto, Joao Gabriel
Valem, Lucas Pascotti
de Sa, Nikolas Gomes
Guimaraes Pedronette, Daniel Carlos
Papa, Joao Paulo
[J]. 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 5752 - 5759
[24] Rank-Based Test for Partial Functional Linear Regression Models
Tianfa Xie
Ruiyuan Cao
Ping Yu
[J]. Journal of Systems Science and Complexity, 2020, 33 : 1571 - 1584
[25] General rank-based estimation for regression single index models
Huybrechts F. Bindele
Ash Abebe
Karlene N. Meyer
[J]. Annals of the Institute of Statistical Mathematics, 2018, 70 : 1115 - 1146
[26] Rank-based poverty measures and poverty ordering with an application to Tunisia
Chtioui, Naouel
Ayadi, Mohamed
[J]. PORTUGUESE ECONOMIC JOURNAL, 2018, 17 (02) : 117 - 139
[27] Rank-based poverty measures and poverty ordering with an application to Tunisia
Naouel Chtioui
Mohamed Ayadi
[J]. Portuguese Economic Journal, 2018, 17 : 117 - 139
[28] Collaborative Filtering using Fuzzy Rank-based Similarity Measures
Lee, Soojung
[J]. 2018 INTERNATIONAL CONFERENCE ON CONTROL, ARTIFICIAL INTELLIGENCE, ROBOTICS & OPTIMIZATION (ICCAIRO), 2018, : 84 - 89
[29] RANK-BASED PERSISTENCE
Bergomi, Mattia G.
Vertechi, Pietro
[J]. THEORY AND APPLICATIONS OF CATEGORIES, 2020, 35 : 228 - 260
[30] Rank-based procedures for analysis of factorial effects
Lehman, JS
Wolfe, DA
Dean, AM
Hartlaub, BA
[J]. RECENT ADVANCES IN EXPERIMENTAL DESIGNS AND RELATED TOPICS, 2001, : 35 - 64

← 1 2 3 4 5 →